Triple

T20558303

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Highways in Minnesota	`E504777`	entity
Predicate	includesRoute	`P4374`	FINISHED
Object	U.S. Route 65 in Minnesota U.S. Route 65 in Minnesota is a north–south U.S. Highway that runs from the Iowa state line to its terminus in the Minneapolis–Saint Paul metropolitan area, serving as a regional connector through southern and central Minnesota.	`E1441408`	NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: U.S. Route 65 in Minnesota | Statement: [U.S. Highways in Minnesota, includesRoute, U.S. Route 65 in Minnesota]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: U.S. Route 65 in Minnesota
Context triple: [U.S. Highways in Minnesota, includesRoute, U.S. Route 65 in Minnesota]

A. U.S. Route 63 in Minnesota
U.S. Route 63 in Minnesota is a north–south U.S. Highway that runs from the Iowa state line through cities such as Rochester before continuing toward the Mississippi River near Lake City.
B. U.S. Highway 61 in Minnesota
U.S. Highway 61 in Minnesota is a major north–south route that follows the Mississippi River and Lake Superior, connecting the Twin Cities to numerous historic river towns and scenic North Shore communities.
C. U.S. Route 71 in Minnesota
U.S. Route 71 in Minnesota is a major north–south federal highway traversing the state from the Iowa border to the Canadian border, connecting numerous rural communities and regional centers.
D. U.S. Route 75 in Minnesota
U.S. Route 75 in Minnesota is a north–south U.S. Highway that runs along the western edge of the state, connecting communities from the Iowa border to the Canadian border.
E. U.S. Route 59 in Minnesota
U.S. Route 59 in Minnesota is a north–south United States highway that traverses western Minnesota, connecting rural communities and serving as a regional transportation corridor.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: U.S. Route 65 in Minnesota
Triple: [U.S. Highways in Minnesota, includesRoute, U.S. Route 65 in Minnesota]

Generated description

U.S. Route 65 in Minnesota is a north–south U.S. Highway that runs from the Iowa state line to its terminus in the Minneapolis–Saint Paul metropolitan area, serving as a regional connector through southern and central Minnesota.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: U.S. Route 65 in Minnesota
Target entity description: U.S. Route 65 in Minnesota is a north–south U.S. Highway that runs from the Iowa state line to its terminus in the Minneapolis–Saint Paul metropolitan area, serving as a regional connector through southern and central Minnesota.

A. U.S. Route 63 in Minnesota
U.S. Route 63 in Minnesota is a north–south U.S. Highway that runs from the Iowa state line through cities such as Rochester before continuing toward the Mississippi River near Lake City.
B. U.S. Highway 61 in Minnesota
U.S. Highway 61 in Minnesota is a major north–south route that follows the Mississippi River and Lake Superior, connecting the Twin Cities to numerous historic river towns and scenic North Shore communities.
C. U.S. Route 71 in Minnesota
U.S. Route 71 in Minnesota is a major north–south federal highway traversing the state from the Iowa border to the Canadian border, connecting numerous rural communities and regional centers.
D. U.S. Route 75 in Minnesota
U.S. Route 75 in Minnesota is a north–south U.S. Highway that runs along the western edge of the state, connecting communities from the Iowa border to the Canadian border.
E. U.S. Route 59 in Minnesota
U.S. Route 59 in Minnesota is a north–south United States highway that traverses western Minnesota, connecting rural communities and serving as a regional transportation corridor.
F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69e0b4b6587c8190aee63dc7cff244ea`	completed	April 16, 2026, 10:06 a.m.
NER	Named-entity recognition	`batch_69e6a5df84088190848c7eb35564d8f9`	completed	April 20, 2026, 10:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a08bb0534908190a73989a0f71e8414`	completed	May 16, 2026, 6:44 p.m.
NEDg	Description generation	`batch_6a08bc8ef2f48190a2ac7b184fdd7cf8`	completed	May 16, 2026, 6:50 p.m.
NED2	Entity disambiguation (via description)	`batch_6a08bd08c6988190b643f06650bc83b7`	completed	May 16, 2026, 6:52 p.m.

Created at: April 16, 2026, 11:38 a.m.